Expression of TMEM30A in renal cancer - The Human Protein Atlas

KIDNEY CHROMOPHOBE (TCGA) - Interactive survival scatter plotⁱ

The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.

The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".

Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.

Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.

& Survival analysisⁱ

TMEM30A is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 39.33

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

52.5

Number of samples

Samples

Sample	Description	TPM
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	131.3
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	116.7
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	111.2
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	106.4
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	103.4
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	87.6
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	86.9
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	78.2
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	77.2
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	74.5
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	72.9
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	68.4
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	67.1
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	66.6
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	65.2
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	64.3
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	63.9
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	62.5
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	61.1
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	59.9
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	58.3
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	57.7
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	57.1
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	56.0
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	55.1
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	54.1
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	53.2
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	52.8
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	52.1
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	52.0
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	51.6
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	50.9
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	47.8
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	47.7
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	47.7
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	47.0
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	45.9
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	43.8
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	43.1
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	42.7
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	41.2
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	40.8
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	39.6
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	39.0
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	37.8
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	35.4
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	35.3
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	33.4
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	33.2
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	32.3
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	31.1
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	29.3
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	28.1
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	27.9
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	27.8
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	27.2
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	27.1
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	25.1
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	24.9
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	24.3
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	23.4
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	22.6
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	20.8
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	16.7
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

TMEM30A is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 43.03

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

63.9

Number of samples

521

Samples

Sample	Description	TPM
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	287.3
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	260.7
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	255.6
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	172.6
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	171.9
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	148.8
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	141.1
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	141.1
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	136.9
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	135.8
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	132.7
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	125.3
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	124.4
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	123.6
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	122.2
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	122.1
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	120.3
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	119.7
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	118.9
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	118.9
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	117.2
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	115.2
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	113.8
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	113.4
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	112.6
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	112.3
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	111.8
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	111.7
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	109.5
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	109.4
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	109.4
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	108.8
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	108.6
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	107.5
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	107.4
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	107.3
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	107.1
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	107.1
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	106.1
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	105.9
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	105.8
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	105.5
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	105.1
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	103.9
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	103.7
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	103.2
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	102.9
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	102.8
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	101.9
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	101.8
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	101.7
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	101.6
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	101.0
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	101.0
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	100.5
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	99.4
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	98.9
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	98.7
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	98.4
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	97.8
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	97.8
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	97.2
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	96.8
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	96.7
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	95.4
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	95.3
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	94.6
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	94.5
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	94.0
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	93.9
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	93.8
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	93.8
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	92.9
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	92.5
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	92.5
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	91.8
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	91.7
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	91.7
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	91.6
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	91.3
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	91.2
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	90.6
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	90.4
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	90.4
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	90.3
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	90.3
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	89.6
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	89.5
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	89.1
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	89.1
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	89.0
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	88.7
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	88.2
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	87.8
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	87.7
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	87.5
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	87.1
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	86.9
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	86.6
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	86.6
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	86.3
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	86.1
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	85.9
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	85.8
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	85.8
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	85.5
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	85.4
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	85.3
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	85.3
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	84.6
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	84.4
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	84.3
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	84.2
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	84.0
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	83.9
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	83.7
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	83.5
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	82.6
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	82.6
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	82.5
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	82.0
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	81.9
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	81.8
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	81.8
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	81.6
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	81.1
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	81.1
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	81.0
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	81.0
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	80.4
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	80.2
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	80.2
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	80.0
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	79.8
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	79.8
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	79.6
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	79.4
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	79.4
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	79.2
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	79.1
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	79.1
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	78.8
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	78.6
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	78.3
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	78.2
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	77.9
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	77.6
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	77.5
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	77.3
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	77.3
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	77.2
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	77.2
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	77.1
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	77.0
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	76.8
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	76.6
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	76.2
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	76.1
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	76.1
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	76.1
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	75.9
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	75.6
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	75.5
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	75.1
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	75.0
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	74.5
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	74.1
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	73.6
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	73.5
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	73.4
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	73.4
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	73.3
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	73.2
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	73.2
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	73.1
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	73.1
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	73.0
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	72.8
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	72.7
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	72.7
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	72.5
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	72.4
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	72.4
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	72.2
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	71.9
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	71.9
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	71.8
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	71.8
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	71.5
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	71.5
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	71.0
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	70.9
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	70.1
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	69.7
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	69.6
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	69.4
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	69.3
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	68.9
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	68.9
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	68.7
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	68.5
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	68.5
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	68.5
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	68.5
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	68.3
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	68.1
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	68.0
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	67.4
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	67.3
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	67.1
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	67.1
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	67.0
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	66.7
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	66.6
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	66.5
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	66.5
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	66.3
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	66.3
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	66.2
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	66.1
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	66.0
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	66.0
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	65.9
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	65.6
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	65.3
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	65.0
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	64.9
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	64.9
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	64.8
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	64.5
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	64.5
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	64.4
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	64.2
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	63.9
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	63.8
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	63.7
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	63.5
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	63.5
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	63.5
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	63.4
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	63.0
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	62.9
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	62.5
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	62.3
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	61.6
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	61.4
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	61.4
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	61.4
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	61.3
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	61.2
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	61.2
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	61.0
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	60.8
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	60.7
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	60.6
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	60.5
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	60.4
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	60.4
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	60.3
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	60.3
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	60.2
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	60.1
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	59.9
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	59.9
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	59.7
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	59.6
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	59.6
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	59.1
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	58.9
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	58.8
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	58.8
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	58.7
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	58.7
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	57.6
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	57.6
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	57.5
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	57.3
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	57.2
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	57.2
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	57.2
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	57.0
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	56.8
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	56.8
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	56.7
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	56.7
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	56.7
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	56.6
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	56.1
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	56.0
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	56.0
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	55.8
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	55.5
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	55.5
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	55.4
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	55.3
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	55.1
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	55.1
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	55.1
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	54.9
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	54.9
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	54.8
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	54.7
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	54.6
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	54.5
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	54.4
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	54.3
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	54.3
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	54.1
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	53.7
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	53.7
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	53.5
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	53.4
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	53.3
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	53.0
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	53.0
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	53.0
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	52.9
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	52.9
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	52.8
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	52.6
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	52.6
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	52.5
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	52.3
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	52.2
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	52.1
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	51.9
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	51.8
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	51.4
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	51.3
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	51.1
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	51.0
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	50.9
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	50.8
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	50.8
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	50.7
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	50.4
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	50.0
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	49.8
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	49.5
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	49.4
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	49.3
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	49.3
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	49.2
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	49.0
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	48.9
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	48.9
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	48.8
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	48.6
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	48.5
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	48.5
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	48.3
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	48.1
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	48.1
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	48.0
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	48.0
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	47.8
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	47.7
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	47.6
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	47.3
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	47.2
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	47.1
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	47.0
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	46.9
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	46.5
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	46.5
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	46.4
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	46.3
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	46.2
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	45.9
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	45.8
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	45.6
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	45.6
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	45.5
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	45.5
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	45.4
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	45.4
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	45.3
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	45.3
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	45.2
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	45.2
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	45.1
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	45.0
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	44.9
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	44.8
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	44.5
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	44.4
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	44.4
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	44.3
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	44.3
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	44.0
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	43.6
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	43.5
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	43.3
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	43.3
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	43.1
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	43.1
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	43.1
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	43.0
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	42.5
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	42.5
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	42.4
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	42.2
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	42.1
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	42.0
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	42.0
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	41.9
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	41.4
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	41.1
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	41.1
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	40.9
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	40.8
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	40.8
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	40.7
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	40.6
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	40.3
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	40.2
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	39.9
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	39.9
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	39.8
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	39.7
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	39.7
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	39.6
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	39.4
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	39.3
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	39.1
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	38.6
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	37.5
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	37.4
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	37.3
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	37.3
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	37.2
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	36.9
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	36.8
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	36.7
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	36.7
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	35.9
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	35.7
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	35.5
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	35.2
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	35.0
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	34.9
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	34.7
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	34.5
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	34.1
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	34.0
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	33.6
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	33.3
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	33.2
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	33.1
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	33.0
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	33.0
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	32.7
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	32.6
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	32.3
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	32.0
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	31.9
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	31.6
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	31.4
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	31.4
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	31.3
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	31.2
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	31.2
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	31.1
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	31.1
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	30.6
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	30.4
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	29.8
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	29.2
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	29.1
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	29.0
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	28.5
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	28.4
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	28.1
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	28.1
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	27.5
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	27.1
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	26.9
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	26.3
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	26.2
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	26.0
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	25.5
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	25.4
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	25.4
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	25.3
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	25.1
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	24.8
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	24.6
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	24.0
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	23.2
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	23.1
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	22.7
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	22.6
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	22.4
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	22.0
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	21.8
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	21.4
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	21.2
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	21.1
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	20.9
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	20.9
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	20.8
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	20.7
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	20.3
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	19.7
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	19.7
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	18.9
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	18.5
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	18.4
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	17.6
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	17.5
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	16.1
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	15.5
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	13.8
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	12.3
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	10.8
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	10.8
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	9.8
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	9.5
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	8.3
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	7.5
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	5.4
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

TMEM30A is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 95.11

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

87.4

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	260.7
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	176.3
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	159.2
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	158.7
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	150.2
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	143.3
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	137.2
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	133.0
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	132.7
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	129.5
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	127.6
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	127.4
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	127.0
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	122.9
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	121.4
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	120.3
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	119.6
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	118.6
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	118.4
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	116.7
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	116.1
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	114.6
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	110.3
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	110.3
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	109.5
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	103.9
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	103.0
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	101.0
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	101.0
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	99.9
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	98.8
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	97.4
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	96.2
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	95.3
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	94.9
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	94.3
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	91.9
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	91.6
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	90.9
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	90.5
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	89.6
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	89.0
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	88.8
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	86.6
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	86.2
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	85.6
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	84.9
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	84.5
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	83.2
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	81.8
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	81.7
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	81.2
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	78.9
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	78.6
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	78.1
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	78.0
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	77.9
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	77.7
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	77.4
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	76.8
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	76.4
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	76.3
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	76.2
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	76.1
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	75.9
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	74.9
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	71.1
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	69.8
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	69.8
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	68.1
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	67.8
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	66.0
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	65.0
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	64.4
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	63.8
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	63.3
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	63.1
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	61.9
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	59.5
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	58.5
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	58.4
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	55.6
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	55.1
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	55.0
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	55.0
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	53.5
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	51.5
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	50.4
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	50.2
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	50.0
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	48.5
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	46.0
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	45.4
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	43.0
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	41.5
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	41.0
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	39.6
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	31.5
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	27.0
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	23.3
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

TMEM30A is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 40.25

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

42.8

Number of samples

282

Samples

Sample	Description	TPM
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	223.7
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	164.6
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	146.2
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	138.1
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	136.0
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	118.8
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	103.2
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	99.5
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	94.4
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	90.6
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	88.8
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	88.0
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	84.4
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	82.6
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	81.5
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	81.1
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	78.6
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	78.4
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	77.8
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	76.9
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	75.9
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	74.6
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	73.3
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	73.1
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	72.7
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	72.5
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	72.4
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	71.7
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	71.5
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	71.4
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	71.0
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	70.8
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	70.7
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	69.1
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	68.9
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	68.3
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	67.1
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	66.9
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	64.8
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	64.0
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	63.9
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	63.7
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	63.7
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	63.3
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	63.1
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	63.1
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	63.0
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	62.5
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	62.3
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	60.5
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	59.9
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	59.9
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	59.9
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	59.4
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	59.4
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	59.3
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	59.2
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	58.9
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	58.9
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	58.8
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	57.9
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	57.6
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	57.4
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	57.2
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	56.7
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	56.4
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	55.9
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	55.2
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	54.8
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	54.1
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	54.0
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	54.0
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	53.5
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	52.8
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	52.7
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	52.6
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	52.3
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	51.8
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	51.4
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	50.9
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	50.9
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	50.9
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	50.6
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	50.5
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	49.6
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	49.3
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	49.2
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	48.9
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	48.9
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	48.9
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	48.3
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	48.3
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	48.1
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	47.9
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	47.6
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	47.4
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	47.0
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	46.8
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	46.7
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	46.4
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	46.0
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	45.7
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	45.3
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	45.2
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	44.8
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	44.7
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	44.6
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	44.5
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	44.4
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	44.2
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	44.0
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	43.8
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	43.8
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	43.7
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	43.6
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	43.5
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	42.3
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	42.1
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	41.6
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	41.4
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	41.4
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	41.3
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	41.1
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	41.0
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	40.8
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	40.8
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	40.8
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	40.6
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	40.5
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	40.4
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	40.3
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	40.2
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	40.0
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	40.0
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	39.7
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	39.1
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	38.8
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	38.8
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	38.7
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	38.6
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	38.5
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	38.3
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	38.1
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	37.5
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	37.5
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	37.3
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	37.2
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	37.2
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	37.1
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	37.1
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	36.6
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	36.4
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	36.4
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	36.4
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	36.3
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	36.0
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	35.9
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	35.9
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	35.6
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	35.5
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	34.8
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	34.5
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	34.4
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	34.3
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	34.3
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	34.3
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	34.3
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	34.0
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	33.9
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	33.8
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	33.5
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	33.3
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	33.2
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	33.0
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	32.6
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	32.5
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	32.5
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	32.4
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	32.3
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	32.0
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	32.0
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	31.9
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	31.9
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	31.8
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	31.7
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	31.4
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	31.4
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	30.1
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	29.8
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	29.3
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	29.1
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	28.8
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	28.6
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	28.2
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	28.2
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	28.2
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	28.0
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	27.9
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	27.8
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	27.7
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	27.7
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	27.2
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	27.2
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	26.9
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	26.8
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	26.8
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	26.7
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	26.3
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	26.1
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	25.7
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	25.4
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	25.4
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	25.4
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	25.0
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	24.8
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	24.4
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	24.4
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	24.3
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	24.3
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	23.9
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	23.4
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	23.0
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	22.9
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	22.7
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	22.7
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	22.5
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	21.9
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	21.7
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	21.6
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	21.6
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	21.3
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	21.1
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	21.1
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	20.9
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	20.8
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	20.6
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	20.5
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	20.1
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	20.1
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	20.0
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	19.9
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	19.9
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	19.8
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	19.8
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	19.7
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	19.6
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	19.2
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	19.0
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	18.8
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	18.7
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	18.1
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	17.8
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	17.5
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	17.4
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	17.4
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	16.9
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	16.8
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	16.8
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	16.6
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	16.3
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	15.6
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	15.6
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	15.2
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	14.9
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	14.6
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	14.1
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	13.9
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	13.8
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	13.2
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	13.2
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	12.6
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	12.3
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	12.1
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	12.0
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	11.8
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	11.8
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	11.3
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	10.4
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	10.0
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	9.5
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	6.5
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	6.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0069000003	Tumor	1.5
CPT0007320003	Tumor	1.3
CPT0019130003	Tumor	1.0
CPT0006440003	Tumor	0.9
CPT0014450004	Tumor	0.8
CPT0092160003	Tumor	0.8
CPT0006900003	Tumor	0.7
CPT0000640003	Tumor	0.6
CPT0063320003	Tumor	0.6
CPT0065750003	Tumor	0.6
CPT0079380003	Tumor	0.6
CPT0011410003	Tumor	0.6
CPT0025050003	Tumor	0.6
CPT0077490003	Tumor	0.5
CPT0089020003	Tumor	0.5
CPT0014370004	Tumor	0.5
CPT0077110003	Tumor	0.5
CPT0086950003	Tumor	0.5
CPT0025580004	Tumor	0.5
CPT0026410003	Tumor	0.4
CPT0025880003	Tumor	0.4
CPT0087040003	Tumor	0.4
CPT0078930003	Tumor	0.4
CPT0012080003	Tumor	0.4
CPT0065870003	Tumor	0.4
CPT0086820003	Tumor	0.4
CPT0025230003	Tumor	0.3
CPT0085670003	Tumor	0.3
CPT0079410003	Tumor	0.3
CPT0001220008	Tumor	0.3
CPT0088630003	Tumor	0.3
CPT0065430003	Tumor	0.3
CPT0009060003	Tumor	0.3
CPT0010160003	Tumor	0.3
CPT0078990003	Tumor	0.3
CPT0025350003	Tumor	0.3
CPT0015810003	Tumor	0.3
CPT0079480003	Tumor	0.3
CPT0078660003	Tumor	0.3
CPT0001500009	Tumor	0.3
CPT0015730003	Tumor	0.3
CPT0012280003	Tumor	0.3
CPT0079230003	Tumor	0.3
CPT0023350003	Tumor	0.3
CPT0009000003	Tumor	0.3
CPT0010110003	Tumor	0.3
CPT0012670003	Tumor	0.3
CPT0078800003	Tumor	0.2
CPT0077310003	Tumor	0.2
CPT0000870016	Tumor	0.2
CPT0089460004	Tumor	0.2
CPT0086360003	Tumor	0.2
CPT0076330003	Tumor	0.2
CPT0089480003	Normal	0.2
CPT0088900003	Tumor	0.2
CPT0071150004	Tumor	0.2
CPT0021240003	Tumor	0.2
CPT0063630003	Tumor	0.2
CPT0088760003	Tumor	0.2
CPT0088480003	Tumor	0.2
CPT0065450001	Normal	0.1
CPT0024670003	Tumor	0.1
CPT0001260009	Tumor	0.1
CPT0079270003	Tumor	0.1
CPT0075720003	Tumor	0.1
CPT0025110003	Tumor	0.1
CPT0092790003	Tumor	0.1
CPT0092730003	Tumor	0.1
CPT0092800003	Normal	0.1
CPT0088710001	Normal	0.1
CPT0023710001	Normal	0.1
CPT0025290003	Tumor	0.1
CPT0092290003	Tumor	0.1
CPT0088640003	Normal	0.1
CPT0078830003	Tumor	0.1
CPT0092310003	Normal	0.1
CPT0014160003	Tumor	0.1
CPT0000790001	Normal	0.1
CPT0026420001	Normal	0.1
CPT0006630003	Tumor	0.1
CPT0000780007	Tumor	0.1
CPT0075130003	Tumor	0.1
CPT0001540009	Tumor	0.0
CPT0092740003	Normal	0.0
CPT0065690003	Tumor	0.0
CPT0012370003	Tumor	0.0
CPT0065810003	Tumor	0.0
CPT0006950001	Normal	0.0
CPT0079180003	Tumor	0.0
CPT0012180003	Tumor	0.0
CPT0014350001	Normal	0.0
CPT0023690003	Tumor	0.0
CPT0065930003	Tumor	0.0
CPT0002270011	Tumor	0.0
CPT0081600003	Tumor	0.0
CPT0066480003	Tumor	0.0
CPT0017850003	Tumor	0.0
CPT0063640001	Normal	0.0
CPT0010170001	Normal	0.0
CPT0086830003	Normal	0.0
CPT0020120003	Tumor	-0.1
CPT0069010001	Normal	-0.1
CPT0023360001	Normal	-0.1
CPT0069160003	Tumor	-0.1
CPT0088500001	Normal	-0.1
CPT0015910003	Tumor	-0.1
CPT0001230001	Normal	-0.1
CPT0087050003	Normal	-0.1
CPT0077500001	Normal	-0.1
CPT0001510001	Normal	-0.1
CPT0012290003	Normal	-0.1
CPT0001190001	Normal	-0.1
CPT0001550001	Normal	-0.1
CPT0088780001	Normal	-0.1
CPT0001270001	Normal	-0.1
CPT0088920001	Normal	-0.1
CPT0078530001	Normal	-0.1
CPT0086030003	Tumor	-0.1
CPT0001350001	Normal	-0.1
CPT0000890001	Normal	-0.1
CPT0066470004	Tumor	-0.1
CPT0066430001	Normal	-0.2
CPT0089040001	Normal	-0.2
CPT0088970003	Tumor	-0.2
CPT0066520001	Normal	-0.2
CPT0077140001	Normal	-0.2
CPT0081990003	Tumor	-0.2
CPT0025170003	Tumor	-0.2
CPT0007470001	Normal	-0.2
CPT0081620001	Normal	-0.2
CPT0001340003	Tumor	-0.2
CPT0019990003	Tumor	-0.2
CPT0064370003	Tumor	-0.2
CPT0086890003	Normal	-0.2
CPT0084590001	Normal	-0.2
CPT0025920001	Normal	-0.2
CPT0012770003	Normal	-0.2
CPT0013790003	Normal	-0.2
CPT0079430001	Normal	-0.2
CPT0082010001	Normal	-0.2
CPT0086870003	Tumor	-0.2
CPT0000660001	Normal	-0.2
CPT0086970003	Normal	-0.2
CPT0025060001	Normal	-0.2
CPT0006730001	Normal	-0.2
CPT0020130001	Normal	-0.2
CPT0078840001	Normal	-0.2
CPT0020020001	Normal	-0.3
CPT0014130001	Normal	-0.3
CPT0002350011	Tumor	-0.3
CPT0065820001	Normal	-0.3
CPT0006530001	Normal	-0.3
CPT0078940001	Normal	-0.3
CPT0075170001	Normal	-0.3
CPT0088690003	Tumor	-0.3
CPT0088550004	Tumor	-0.3
CPT0019160001	Normal	-0.3
CPT0014470001	Normal	-0.3
CPT0081880003	Tumor	-0.4
CPT0079510001	Normal	-0.4
CPT0007860003	Tumor	-0.4
CPT0078670001	Normal	-0.4
CPT0077320001	Normal	-0.4
CPT0012090003	Normal	-0.4
CPT0018250001	Normal	-0.4
CPT0075570001	Normal	-0.4
CPT0012570003	Normal	-0.4
CPT0088570001	Normal	-0.4
CPT0025610001	Normal	-0.4
CPT0069190001	Normal	-0.4
CPT0086370003	Normal	-0.4
CPT0078510003	Tumor	-0.4
CPT0079000001	Normal	-0.4
CPT0063330001	Normal	-0.4
CPT0076350001	Normal	-0.5
CPT0075560003	Tumor	-0.5
CPT0064400001	Normal	-0.5
CPT0079300001	Normal	-0.5
CPT0001180009	Tumor	-0.5
CPT0017450001	Normal	-0.5
CPT0012640003	Normal	-0.5
CPT0002370001	Normal	-0.5
CPT0010120001	Normal	-0.6
CPT0084560003	Tumor	-0.6
CPT0012550003	Tumor	-0.6
CPT0012920003	Normal	-0.6
CPT0024680001	Normal	-0.6
CPT0007870001	Normal	-0.6
CPT0012900004	Tumor	-0.7
CPT0009020003	Normal	-0.7
CPT0092190003	Normal	-0.7
CPT0009080003	Normal	-0.7
CPT0011240003	Tumor	-0.8
CPT0017410003	Tumor	-0.9
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RENAL CANCER - Protein expressionⁱ A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here. Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.

Antibody stainingⁱ Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells. Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.	Antibody HPA014561
Staining
High
Medium
Low
Not detected
Intensity
Strong
Moderate
Weak
Negative
Quantity
>75%
75%-25%
<25%
None
Location
Nuclear
Cytoplasmic/membranous
Cytoplasmic/membranous,nuclear
None
Adenocarcinoma, NOS